{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "W5cYeCT1jIBS",
   "metadata": {
    "id": "W5cYeCT1jIBS"
   },
   "source": [
    "# 🗣️ Talk2Find: Voice-Driven Knowledge Agent (with Synthetic Audio)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "uTxgPYvKjJty",
   "metadata": {
    "id": "uTxgPYvKjJty"
   },
   "source": [
    "This notebook demonstrates a voice-driven knowledge agent using PraisonAI Agents. It generates a valid WAV file from text using gTTS and pydub, transcribes the audio with SpeechRecognition, and then uses PraisonAI Agents to answer the spoken question. This workflow is robust, reproducible, and does not require manual audio uploads."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "CJdIonVMjgU7",
   "metadata": {
    "id": "CJdIonVMjgU7"
   },
   "source": [
    "[![Open in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Dhivya-Bharathy/PraisonAI/blob/main/examples/cookbooks/talk2find_voice_agent_demo.ipynb)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "wjVE-KWwjQxP",
   "metadata": {
    "id": "wjVE-KWwjQxP"
   },
   "source": [
    "# Dependencies"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "RFG1v766idiL",
   "metadata": {
    "id": "RFG1v766idiL"
   },
   "outputs": [],
   "source": [
    "!pip install praisonaiagents openai SpeechRecognition pydub gTTS --quiet"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0IYiVLgsjTJf",
   "metadata": {
    "id": "0IYiVLgsjTJf"
   },
   "source": [
    "# Set API Key"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "3AVzmY5FilJ9",
   "metadata": {
    "id": "3AVzmY5FilJ9"
   },
   "outputs": [],
   "source": [
    "import os\n",
    "os.environ[\"OPENAI_API_KEY\"] = \"Enter your api key\"  # <-- Replace with your actual OpenAI API key"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "SfHMkOTHjVMa",
   "metadata": {
    "id": "SfHMkOTHjVMa"
   },
   "source": [
    "# Tools"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "Hj28HfsNip9V",
   "metadata": {
    "id": "Hj28HfsNip9V"
   },
   "outputs": [],
   "source": [
    "from praisonaiagents import Agent\n",
    "import speech_recognition as sr\n",
    "from gtts import gTTS\n",
    "from pydub import AudioSegment\n",
    "from IPython.display import Audio"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8BIPQ6fzjXu4",
   "metadata": {
    "id": "8BIPQ6fzjXu4"
   },
   "source": [
    "# Generate a Valid WAV File from Text"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "rdcn-AiYisHb",
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 92
    },
    "id": "rdcn-AiYisHb",
    "outputId": "2daf8cb4-93f6-4e02-ab2b-3e449d7deee0"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "✅ WAV file 'question.wav' has been created.\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "\n",
       "                <audio  controls=\"controls\" >\n",
       "                    <source 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type=\"audio/x-wav\" />\n",
       "                    Your browser does not support the audio element.\n",
       "                </audio>\n",
       "              "
      ],
      "text/plain": [
       "<IPython.lib.display.Audio object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Step 1: Define the text you want to convert to speech\n",
    "text = \"What time is the meeting?\"\n",
    "\n",
    "# Step 2: Generate speech from text and save as MP3\n",
    "tts = gTTS(text=text, lang='en')\n",
    "tts.save(\"question.mp3\")\n",
    "\n",
    "# Step 3: Convert MP3 to WAV using pydub\n",
    "sound = AudioSegment.from_mp3(\"question.mp3\")\n",
    "sound.export(\"question.wav\", format=\"wav\")\n",
    "\n",
    "print(\"✅ WAV file 'question.wav' has been created.\")\n",
    "\n",
    "# Optional: Play the audio (works in Jupyter/Colab)\n",
    "try:\n",
    "    display(Audio(\"question.wav\"))\n",
    "except:\n",
    "    print(\"You can now play 'question.wav' manually.\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "AuA3Cj7mjamh",
   "metadata": {
    "id": "AuA3Cj7mjamh"
   },
   "source": [
    "# YAML Prompt (Role, Goal, Instructions)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "Au5fg-6UiwDP",
   "metadata": {
    "id": "Au5fg-6UiwDP"
   },
   "outputs": [],
   "source": [
    "ROLE = \"Voice-driven knowledge assistant. Expert in understanding spoken queries and providing accurate, concise answers.\"\n",
    "GOAL = \"Transcribe the user's voice input and answer their question or find relevant information.\"\n",
    "INSTRUCTIONS = \"Given a transcribed user question, provide a clear, factual, and helpful answer. If the question is unclear, ask for clarification.\""
   ]
  },
  {
   "cell_type": "markdown",
   "id": "yz4P9xvpjc4b",
   "metadata": {
    "id": "yz4P9xvpjc4b"
   },
   "source": [
    "# Main (Transcription + Agent)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "ubYuWOYCiyCx",
   "metadata": {
    "id": "ubYuWOYCiyCx"
   },
   "outputs": [],
   "source": [
    "def transcribe_audio(audio_file):\n",
    "    recognizer = sr.Recognizer()\n",
    "    with sr.AudioFile(audio_file) as source:\n",
    "        audio = recognizer.record(source)\n",
    "    try:\n",
    "        return recognizer.recognize_google(audio)\n",
    "    except Exception as e:\n",
    "        print(\"Transcription error:\", e)\n",
    "        return None\n",
    "\n",
    "def talk2find_agent(audio_file):\n",
    "    query = transcribe_audio(audio_file)\n",
    "    if not query:\n",
    "        return {\"error\": \"Could not transcribe audio.\"}\n",
    "    print(\"Transcribed text:\", query)\n",
    "    agent = Agent(role=ROLE, goal=GOAL, instructions=INSTRUCTIONS)\n",
    "    return agent.start(query)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "VDMMruvCiz8r",
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 314,
     "referenced_widgets": [
      "b72c0f15f2e24a678edcf696b7cc13a3",
      "99867a03f5474e4c9f22ec5ea948a6ed"
     ]
    },
    "id": "VDMMruvCiz8r",
    "outputId": "14354595-25ef-4600-c3c8-8b1ff9c4aba0"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Transcribed text: what time is the meeting\n"
     ]
    },
    {
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       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d2e3c8; text-decoration-color: #d2e3c8\">╭─ </span><span style=\"color: #d2e3c8; text-decoration-color: #d2e3c8; font-weight: bold\">Agent Info</span><span style=\"color: #d2e3c8; text-decoration-color: #d2e3c8\"> ────────────────────────────────────────────────────────────────────────────────────────────────────╮</span>\n",
       "<span style=\"color: #d2e3c8; text-decoration-color: #d2e3c8\">│</span>                                                                                                                 <span style=\"color: #d2e3c8; text-decoration-color: #d2e3c8\">│</span>\n",
       "<span style=\"color: #d2e3c8; text-decoration-color: #d2e3c8\">│</span>  <span style=\"color: #ff9b9b; text-decoration-color: #ff9b9b; font-weight: bold\">👤 Agent:</span> <span style=\"color: #ffe5e5; text-decoration-color: #ffe5e5\">Agent</span>                                                                                                <span style=\"color: #d2e3c8; text-decoration-color: #d2e3c8\">│</span>\n",
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       "\u001b[38;2;210;227;200m│\u001b[0m                                                                                                                 \u001b[38;2;210;227;200m│\u001b[0m\n",
       "\u001b[38;2;210;227;200m│\u001b[0m  \u001b[1;38;2;255;155;155m👤 Agent:\u001b[0m \u001b[38;2;255;229;229mAgent\u001b[0m                                                                                                \u001b[38;2;210;227;200m│\u001b[0m\n",
       "\u001b[38;2;210;227;200m│\u001b[0m  \u001b[1;38;2;180;180;179mRole:\u001b[0m \u001b[38;2;255;229;229mVoice-driven knowledge assistant. Expert in understanding spoken queries and providing accurate, \u001b[0m        \u001b[38;2;210;227;200m│\u001b[0m\n",
       "\u001b[38;2;210;227;200m│\u001b[0m  \u001b[38;2;255;229;229mconcise answers.\u001b[0m                                                                                               \u001b[38;2;210;227;200m│\u001b[0m\n",
       "\u001b[38;2;210;227;200m│\u001b[0m                                                                                                                 \u001b[38;2;210;227;200m│\u001b[0m\n",
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       "Output()"
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       "\n"
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       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">Response generated in 2.3s</span>\n",
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       "\u001b[2mResponse generated in 2.3s\u001b[0m\n"
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       "<span style=\"color: #008080; text-decoration-color: #008080\">│</span> what time is the meeting                                                                                        <span style=\"color: #008080; text-decoration-color: #008080\">│</span>\n",
       "<span style=\"color: #008080; text-decoration-color: #008080\">╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯</span>\n",
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       "\u001b[36m│\u001b[0m what time is the meeting                                                                                        \u001b[36m│\u001b[0m\n",
       "\u001b[36m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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       "<span style=\"color: #008080; text-decoration-color: #008080\">│</span> I'm sorry, I don't have access to your schedule or specific meeting details. Could you provide more information <span style=\"color: #008080; text-decoration-color: #008080\">│</span>\n",
       "<span style=\"color: #008080; text-decoration-color: #008080\">│</span> about which meeting you're referring to?                                                                        <span style=\"color: #008080; text-decoration-color: #008080\">│</span>\n",
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       "\u001b[36m╭─\u001b[0m\u001b[36m──────────────────────────────────────────────────\u001b[0m\u001b[36m Response \u001b[0m\u001b[36m───────────────────────────────────────────────────\u001b[0m\u001b[36m─╮\u001b[0m\n",
       "\u001b[36m│\u001b[0m I'm sorry, I don't have access to your schedule or specific meeting details. Could you provide more information \u001b[36m│\u001b[0m\n",
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     "text": [
      "I'm sorry, I don't have access to your schedule or specific meeting details. Could you provide more information about which meeting you're referring to?\n"
     ]
    }
   ],
   "source": [
    "audio_path = \"question.wav\"\n",
    "result = talk2find_agent(audio_path)\n",
    "print(result)"
   ]
  }
 ],
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